haha-dl/episodic-dg

This is the repo for the paper "Episodic Training for Domain Generalization" https://arxiv.org/abs/1902.00113

episodic-dg's Issues

Can you provide me with the h5py_files generation codes?

Can you provide me with the h5py_files generation codes (for your provided PACS dataset)? Because I want to run your framework on the VLCS/IXMAS datasets. And the corresponding dataloader (for VLCS/IXMAS) codes, can you release them too? My wechat: JX1473358982, (MSRA, USTC), my e-mail: [email protected]. Hope to receive your feedback and keep connection for further discussion.

Where in the code are we freezing the domain-specific models?

Episodic-DG/PACS/model_resnet.py

Line 453 in 091eef7

net = self.ds_nn.features[index_trn](inputs)

The paper says that its important to make sure that we don't backpropagate through the domain classifier/feature (eq 3 and 4 in paper).

However, based on these lines its not clear to me where is the model being frozen, it seems that the model WILL backpropagate throught this, can you please clarify?

Any plan for releasing the code.

Hi author,

Thanks for your wonderful work for domain generalization. Do you have any plan to release the code? I hope to reproduce the results but meet some problems.

this code is not implemented as what illustrated in paper!